多模态大模型数据后端架构师-智能创作(北京/上海/深圳)
Core
Design and evolve the data engineering architecture for an intelligent creation AI platform, specifically supporting post-training data production for visual large models.
Role type
Senior IC backend data architect (multimodal LLMs)
Builds
Offline batch inference systems and post-training infrastructure for visual large models
Domain
Generative AI / Multimodal Large Language Models / Data Engineering
Deliverable
production ML models
Required skills
Distributed computing, Big data frameworks (Hadoop, Spark, Ray), System performance optimization, Multithreading, Network communication, Memory management
Preferred skills
Generative LLM optimization, Ray kernel expertise, GPU resource scheduling, RL data processing
Technologies
Hadoop, HDFS, Hive, MapReduce, Spark, Presto, ClickHouse, Ray, Data Lakes
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